Sridhar Ravi’s research while affiliated with University of South Wales and other places

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Publications (108)


Bio-inspired forward and backward swimming gaits resulting from fluid–structure interactions
  • Article
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January 2025

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85 Reads

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Karthick Dhileep

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Biological undulatory swimmers display a wide range of gaits and are adept at swimming in different directions. This study explores the impact of passive dynamics as a result of fluid–structure interaction on the gaits of a model swimmer through computational simulations. Inspired by slender-bodied natural aquatic swimmers, the model consists of a flexible body and a rigid head. Systematically varying body stiffness and head pitching, the research replicates various swimming patterns observed in nature (both forward and backward). Optimal forward gaits, akin to anguilliformes and carangiformes, result from low to high bending rigidity and small pitching amplitudes. Conversely, low bending rigidity with high pitching amplitude produces backward swimming (tail-first), similar to mosquito larvae, exhibiting unique flow-field features and generating backward propulsion forces. The study underscores the significant role of passive dynamics in undulatory swimming and the potential for diverse gait generation through tailored structural and kinematic design in bio-inspired devices.

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Figure 1. The CAD model of the ASAPP wing showing the attached torsional spring. (Parancheerivilakkathil et al., 2022).
Figure 2. Schematic of 2D pitching wing during a stream-wise flow perturbation, where í µí±˜í µí±˜ í µí¼ƒí µí¼ƒ is the torsional stiffness of the spring, í µí¼ƒí µí¼ƒ is the pitching angle, í µí±Ší µí±Š is the weight of the model acting at the center of gravity (í µí±í µí±í µí±í µí±) location, í µí°¿í µí°¿ is the lift acting at the aerodynamic center (A.C.), í µí±¥í µí±¥ ℎ is the distance between the leading edge and hinge location, í µí±¥í µí±¥ í µí±í µí±í µí±í µí± is the distance between the leading edge and A.C., í µí±¥í µí±¥ í µí±í µí±í µí±í µí± is the distance between the leading edge and í µí±í µí±í µí±í µí± location, í µí°¿í µí°¿′ is the gust-induced lift that produces pitch-down moment í µí±€í µí±€′ to alleviate loads.
Gust Alleviation of a Passively Pitching Wing Equipped with a Torsional Spring

Rejecting perturbations is an essential ability of an aircraft while operating in a gusty environment, especially for urban uncrewed aerial vehicles (UAVs) in complex aerodynamics within a city environment. This paper presents a passively pitching wing tested as a mechanical means of mitigating the adverse effects of gust conditions during UAV flight. A wind tunnel model of a NACA0015 airfoil with a hinged, variable torsional stiffness pitch axis was designed, fabricated, and experimentally investigated. The gust alleviation characteristics were examined under continuous gust flow conditions of varying frequencies at different pitch angles. The gust responses of the pitching wing were compared with a non-pitching baseline wing. The spring-hinged pitching wing has a significant impact on the gust loading and possesses a unique dynamic behaviour with varying gust reduced frequency. The results indicate a correlation between the spring dynamics, gust reduced frequency, and gust load alleviation. This study contributes insights into the literature on developing small fixed-wing UAVs capable of operating in gusty dynamic environments.


Figure 1: Layout of the experimental tunnel setup. (A) Side view showing bees entering through the inlet and flying toward the feeder (flight path indicated by the red line). The bees pass through an interchangeable aperture located on the central wall. (B) Front view of the wall from the camera's perspective, showing the checkerboard pattern surrounding the aperture and the slanted mirror mounted above. (C) Plan view of the setup, displaying a typical bee trajectory in red.
Figure 2: Illustration of the main viewing frames and the layout for digitisation of bee coordinates. A) shows both the frontal view and the top-down view through the mirror (the camera frame), with the coordinate system axes represented as black arrows, and the origin and an example point marked in red. In B), the image shows the rear tip of bee abdomens tracked manually in consecutive frames of the mirror view for estimating forward speed (the greyed-out bee is the original position). C) Schematic side view showing how the optic flow was constructed from the visual angle of the lowermost aperture edge subtended on the bee retina. The example shows the calculation using the bottom edge of the aperture. The time t 1 represents the frame before entry, and t 2 is the frame of entry (when the bee crosses the YZ plane).
Figure 3: Visualization of entry and collision locations across all tested aperture shapes and sizes. Black markers indicate entry locations, while red markers represent collision points. The green boxes show the standard deviations of bee entry positions in both the horizontal and vertical directions. The six equi-spaced horizontal (blue) and vertical (magenta) bins are delineated by dotted lines, with square markers indicating the median entry location within each bin. The overall median entry location for each aperture is represented by a blue triangular marker. Thick magenta lines show the median horizontal positions, and thick cyan lines show the median vertical positions within each bin. The aperture shapes are scaled relative to one another and the actual relative size of the background pattern.
Figure 7: The three lateral entry location bins (outer, middle and inner) for the circular apertures of varying diameter. A). Shows the geometry of the aperture bins and displays a curve marking the height (measured vertically from the intersection with the edge below) relative to the shape. A marker in the middle of each bin is shown to reference the point where heights are measured. In B), the normalized heights above the edge vertically below (h*) for all entry points are shown in box and whisker plots. Horizontal green lines represent the height in each bin, measured from the middle point. A) The median Z entry locations in each of the six laterally spaced bins for all five circular apertures of varying diameter. The coordinates are plotted in normalized units, where the radius of each circle is 1 in both directions. Solid lines are plotted between the medians for each diameter and overlayed on the same axes. The normalised total medians (calculated using all points, regardless of Y location) are displayed as circular markers. Significance was tested across all groups, shown by significance markers between relevant box-whisker plots. See Table S12 and S13 for full comparison stats.
Figure 8: Boxplots of bee entry speed (V X ) (A) and ventral OF (Ω V ) (B) in each lateral bin of the circular apertures. Data for each aperture are separated into three lateral regions of entry, labeled 'Inner', 'Middle', and 'Outer' as illustrated in Fig. 7. The boxplots show the median (red line), interquartile range, and outliers, with corresponding aperture configuration icons below the plots.
How Honeybees Perceive and Traverse Apertures

December 2024

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28 Reads

The ability to fly through openings in vegetation allows insects like bees to access otherwise unreachable food sources. The specific visual strategies employed by flying insects during aperture negotiation tasks remain unknown. In this study, we investigated the visual and geometric parameters of apertures that influence honeybee flight. We recorded honeybees flying through apertures with varying shapes and sizes using high-speed cameras to examine their spatial distribution patterns and trajectories during passage. Our results reveal that the flight of bees was, on average, along the bilateral center of the edges of the aperture irrespective of the size. When apertures were smaller, bees tended to also fly closer to the vertical center. However, for larger apertures, they traverse at lower vertical positions (closer to the bottom edge). The behaviors suggest that honeybees modulate their flight trajectories in response to spatial constraints, adjusting trajectory relative to aperture dimensions. When entering at off-center horizontal positions, bees tended to access the vertical center of the aperture, indicating altitude selection influenced by the curvature of the edge below. This behavior suggests an acute awareness of the vertical and horizontal spatial constraints and a preference for maintaining a curvature-dependent altitude that optimizes safe passage. Our analysis reveals that honeybees modulate speed and altitude above the ventral edge passing beneath them, maintaining a median ventral optic flow of 778 deg/s. This relationship suggests a control mechanism where bees rely on visual information in a narrow ventrally directed field to navigate safely through confined spaces.




Figure 2. A top-port view of the finest three mesh blocks.
The optimal spanwise effective angle of attack in flapping-wing propulsion

December 2024

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203 Reads

The effects of the twisting-induced variation in the effective angle of attack, α e f f , on the aerodynamics and the leading edge vortex (LEV) of a flapping wing are investigated using the lattice Boltzmann method (LBM) and an immersed boundary method (IBM). If the wing is rigid during the flapping flight, α e f f of the outer portion of the wing would exceed a reasonable range. Wing deformation has been known to be able to improve flight efficiency, which adjusts α e f f along the wing span to maintain it within a reasonable range during flapping flight. In the simulations, the maximum α e f f at the wing tip is set from 9 • to 54 • in steps of 9 • in this work. It is found that the wing achieves the highest propulsive efficiency by reallocating the force production in the streamwise and spanwise directions when the maximum α e f f at the wing tip is 27 • .


Figure 1. Schematic of (a) the setup and (b) the top and cross-sectional side views of the propeller are shown.
Figure 2. Change in Re with the rotational velocity (ω) is shown for various pressures (shown by symbols) and angles of attack (shown by colours).
Figure 3. The variations in (a) thrust and (b) power against the rotational speed are shown for various pressures (shown by symbols) and angles of attack (shown by colours). Similarly, the variations in (c) thrust coefficient and (d) power coefficient against Reynolds number are shown for various pressures and angles of attack.
Figure 4. Variation in the figure of merit against Re is shown for various pressures and angles of attack.
Reynolds number and angle-of-attack effects on a propeller in extraterrestrial environments

Propeller-driven aerial vehicles have recently attracted interest for potential applications in extraterrestrial exploration at significantly lower atmospheric pressures than Earth. This study investigates the effects of Reynolds number and blade angle on the propeller performance at low pressures. Experiments are performed on a two-blade rotor in a vacuum chamber. Based on the measured thrust and torque, the performance is evaluated in terms of the thrust-to-power ratio and figure of merit. The blade angle affects the wing performance at all pressures, as expected. However, the Reynolds number shows a significant influence on the thrust and power coefficients only at very low pressures ∼ 3 kPa. Broadly, the study concludes that both the blade angle and Reynolds number are found to be important for propeller aerodynamics in very low-pressure environments.


Comparison of drag coefficient C D at Ma = 1.2
An Immersed Boundary-Lattice Boltzmann Method for Compressible Flows

December 2024

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99 Reads

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1 Citation

This study aims to develop and validate an efficient numerical method to investigate compressible flows in fluid-structure interaction scenarios, such as vortex-induced vibrations in a bluff body or flapping wings. Inspired by the simplicity and robustness of the lattice Boltzmann method (LBM), it has been extended to com-pressible flows involving fluid-structure interactions. Because of the intrinsic parallel nature, it stands at the forefront of solving many industrial problems when coupled with immersed boundary methods (IBM). However , the conventional scheme is still not well suited for high-speed flows. In this study, we developed a hybrid compressible LBM approach, using LBM for the mass and momentum equations and the finite difference method (FDM) for the energy equation, alongside an penalty IBM. The well-known Mach cubic error for high-speed flows is corrected using a forcing term along with penalty IB forces, and a hybrid recursive regularized collision model based on the pressure-based method has been used to maintain accuracy and stability in highly compressible flows. For validation, subsonic, and supersonic flow over a 2D circular cylinder, as well as tran-sonic flow over a NACA airfoil, are presented. The current findings show good agreement with previously published data derived from alternative methodologies, validating the effectiveness of the proposed approach in simulating highly compressible flows.


An immersed boundary-regularized lattice Boltzmann method for modeling fluid–structure–acoustics interactions involving large deformation

November 2024

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253 Reads

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3 Citations

This work presents a numerical method for modeling fluid–structure–acoustics interaction (FSAI) problems involving large deformation. The method incorporates an immersed boundary method and a regularized lattice Boltzmann method (LBM) where a multi-block technique and a nonreflecting boundary condition are implemented. The von Neumann analysis is conducted to investigate the stability of the regularized LBM. It is found that the accuracy and stability of the regularized LBM can be improved when the collision operator is computed from the Hermite polynomials up to the fourth order instead of the second order. To validate the present method, four benchmark cases are conducted: the propagation of an acoustic monopole point source, the sound generated by a stationary cylinder in a uniform flow, the sound generation of a two-dimensional insect model in hovering flight, and the sound generation of a three-dimensional flapping wing. Predictions given by the current method show a good agreement with numerical simulations and analytical solutions reported in the literature, demonstrating its capability of solving FSAI problems involving complex geometries and large deformation. Finally, the method is applied in modeling sound generation in vortex-induced vibrations of a rigid cylinder and a sphere. It is found that vortex-induced vibration can enhance the acoustic intensity by approximately four times compared to that of the stationary case for a cylinder. In contrast, both vibrating and stationary spheres exhibited relatively less intense noise, primarily within the wake. Notably, the spanwise noise propagation is only observed when the sphere is vibrating.


Fig. 1. Model of 2D swimmer in CFD
Fig. 2. Local parameter search using BGPS algorithm
Fig. 3. Comparison of log test losses of various types of models
Fig. 4. Comparison of log test losses of various LSTM network depths
Fine Tuning Swimming Locomotion Learned from Mosquito Larvae

November 2024

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19 Reads

In prior research, we analyzed the backwards swimming motion of mosquito larvae, parameterized it, and replicated it in a Computational Fluid Dynamics (CFD) model. Since the parameterized swimming motion is copied from observed larvae, it is not necessarily the most efficient locomotion for the model of the swimmer. In this project, we further optimize this copied solution for the swimmer model. We utilize Reinforcement Learning to guide local parameter updates. Since the majority of the computation cost arises from the CFD model, we additionally train a deep learning model to replicate the forces acting on the swimmer model. We find that this method is effective at performing local search to improve the parameterized swimming locomotion.


Citations (54)


... Most of the research [28][29][30] traditionally focused on VIV of bluff bodies with linear springs. However, the linear VIV model is no longer sufficient to accurately describe the practical engineering scenarios. ...

Reference:

Fluid-structure-acoustic responses of a nonlinearly supported rigid circular cylinder in viscous flow
An immersed boundary-regularized lattice Boltzmann method for modeling fluid–structure–acoustics interactions involving large deformation

... 1. Single robot-Single odor source [12][13][14][15][16][17][18][19][20][21][22][23][24][25][26]: In this, a single odor source is localized by a mobile robot. 2. Multiple robots-Single odor source [4,[27][28][29][30][31][32][33][34][35][36][37][38][39][40][41][42][43][44]: An odor source is localized by a team of mobile robots. 3. Single robot-Multiple odor sources [45]: A single robot is used to localize multiple odor sources. ...

Collaborative Gas Source Localization Strategy with Networked nano-drones in Unknown Cluttered Environments
  • Citing Article
  • July 2024

Swarm and Evolutionary Computation

... The present study focuses on duration discrimination of visual stimuli in the subsecond to seconds range, using a classical conditioning paradigm in free moving bees. The sub-second to seconds time scale is relevant for everyday tasks, such as navigation foraging and communication [7,25,26]. We chose these durations based on the visual working memory of honeybees which show a robust working memory of up to 5 seconds [27][28][29][30]. ...

Analysis of collision avoidance in honeybee flight

... With regard to functions for movement, documentation, and sensing, much prior work with blimps seems to have focused on control algorithms to deal with wind for particular embodiments [22]-suggesting the usefulness of checking how easy it is to control the blimp manually. As well, videos taken by a blimp's camera would require time to watch; given that various previous work has explored the use of 3D mapping of crime scenes [23], it seemed useful if the video could be used to generate a 3D model that can be immediately inspected. ...

Review of autonomous outdoor blimps and their applications

... As a result, it remains uncertain whether the efficiency improvement observed by Lehn et al. (2017) comes from the flexibility effect, the perturbations effect, or the combination of flexibility and perturbations effects. To resolve this uncertainty, a further study by Chao et al. (2024) systematically investigated the impact of rhythmic perturbations on both thrust and efficiency through experiments on robotic fish, CFD simulations, and modelling. They identified the critical frequency and amplitude of perturbations, and highlighted the crucial role played by the necessary phase lag between the body motion and resulting fluid dynamics response in improving efficiency. ...

Tailbeat perturbations improve swimming efficiency by reducing the phase lag between body motion and the resulting fluid response

PNAS Nexus

... In 2020, Seguin et al. used a convolutional neural network (CNN) to estimate the horizontal position and heading of a blimp from RGB video, along with a LiDAR to estimate height [18]. Recently, in 2024, Pham et al. described a bio-inspired blimp with fins and an onboard inertial measurement unit (IMU) [19]. Additionally, in 2024, Huang et al. designed an interesting 36" blimp with an OpenMV camera that can conduct remote measurement of important vital signs such as heart rate, respiration, or blood pressure via remote photoplethysmography; the blimp detects people with YOLO, approaches via PID control, and transmits data from stably detected foreheads [20]. ...

Controlling a bio-inspired miniature blimp using a depth sensing neural-network camera

... Undulatory swimmers can realize their diverse spectra of kinematics through a combination of inherent musculature and passive bending of their bodies [8]. The complex tail-first kinematics (as observed in mosquito larvae), unique kinematics found in invertebrates [9][10][11][12][13][14][15][16][17], also resembles undulatory swimming. Their bodies are undulated with large amplitude flexural motion bringing the tail close to the head at the end of every stroke [16]. ...

Investigation of bio-inspired tail-first swimming using numerical and robotic models
  • Citing Conference Paper
  • December 2023

... The non-dimensional Cauchy number (Cℎ) serves as a relative measure of the hydrodynamic forces acting on the swimmer in comparison with the elastic bending forces within the swimmer's structure. It can be defined as follows [46]: ...

Power synchronisations determine the hovering flight efficiency of passively pitching flapping wings

Journal of Fluid Mechanics

... Jones and Sandberg 19,20 further noted that STEs, by promoting early mixing of the airflow at the serration root, effectively suppress flow separation and reduce the intensity of low-frequency noise generation. Additionally, Ji et al., 21 Qiao et al., 22 Ji et al., 23 Qiao et al., 24 Tong et al., 25 Lee et al., 26 Qiao et al., 27 and Ji et al. 28 demonstrated that STEs significantly diminished pressure pulsations at the trailing edges of turbine blade cascades, achieving substantial noise reduction. ...

Aerodynamic and aeroacoustic performance of a pitching foil with trailing edge serrations at a high Reynolds number

Theoretical and Computational Fluid Dynamics

... Taking the work further, Ahmed et al. [26] worked on tandem-arranged cylinders with a flag as the piezoelectric material. After that, Mazharmanesh et al. [27] conducted extensive research on the energy extraction performance, as well as the flow-induced vibration, of two flexible inverted piezoelectric flags with tandem and side-by-side arrangements, among others. An important conclusion of this work was that the dynamics of the side-by-side configuration are independent of the cross-stream gap. ...

Coupling performance of two tandem and side-by-side inverted piezoelectric flags in an oscillating flow
  • Citing Article
  • May 2023

Journal of Fluids and Structures